democracyfund , Twitter, 12/13/2019 7:40:40 PM, 218834


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democracyfund _2019-12-12_19-12-01.xlsx
democracyfund _2019-12-12_19-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 13, 2019
Short Description:
democracyfund via NodeXL http://bit.ly/34kLIPy
@democracyfund
@congressionalac
@maximthorne
@globalintegrity
@ungeneva
@lizlhoward
@voting_works
@juliesandorf
@jasonalcorn
@newsmatch

Top hashtags:
#givingnewsday
#undef
#projectfunding
#media
#newsmatch
#funding

Description:
Description
The graph represents a network of 414 Twitter users whose tweets in the requested range contained "democracyfund ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 December 2019 at 03:12 UTC.

The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 4-minute period from Thursday, 28 November 2019 at 01:32 UTC to Thursday, 12 December 2019 at 00:37 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 414
Unique Edges : 818
Edges With Duplicates : 674
Total Edges : 1492
Number of Edge Types : 3
Mentions : 1384
Tweet : 25
Replies to : 83
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0376016260162602
Reciprocated Edge Ratio : 0.0724779627815867
Connected Components : 14
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 316
Maximum Edges in a Connected Component : 1376
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.803131
Graph Density : 0.00597138880116036
Modularity : 0.505927
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 414 Twitter users whose tweets in the requested range contained "democracyfund ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 December 2019 at 03:12 UTC.

The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 4-minute period from Thursday, 28 November 2019 at 01:32 UTC to Thursday, 12 December 2019 at 00:37 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : democracyfund
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[42] https://is.gd/2vsKcI
[20] https://www.un.org/democracyfund/content/call-project-proposals
[13] https://twitter.com/jennycohn1/status/1183249931970043905
[4] https://www.voterstudygroup.org/blog/mormons-and-white-evangelicals-are-divided-over-trump
[4] https://twitter.com/jennycohn1/status/1159590903209590785?s=21
[3] https://twitter.com/DemocracyFund/status/1204427309362634752
[3] https://un.org/democracyfund/
[2] https://twitter.com/marissamiley/status/1201861338039037952?s=20
[2] https://projectoverzero.org/newsandpublications/buildingusresiliencetopoliticalviolence
[2] https://www.newsmatch.org

Top URLs in Tweet in G1:
[4] https://www.voterstudygroup.org/blog/mormons-and-white-evangelicals-are-divided-over-trump
[3] https://twitter.com/DemocracyFund/status/1204427309362634752
[2] https://projectoverzero.org/newsandpublications/buildingusresiliencetopoliticalviolence
[2] https://www.nytimes.com/2019/12/05/upshot/impeachment-biggest-issue-voters-poll.html
[1] http://projectoverzero.org/
[1] https://www.democracyfund.org/blog/entry/new-guide-how-to-get-started-funding-local-news-in-your-community
[1] https://medium.com/newsmatch/with-one-month-left-newsmatch-grows-with-new-funders-and-new-momentum-3e1902245896
[1] https://www.nytimes.com/2019/12/05/upshot/impeachment-biggest-issue-voters-poll.html?smid=tw-upshotnyt&smtyp=cur
[1] https://twitter.com/Demos_Org/status/1203009973120319491
[1] https://www.newsmatch.org

Top URLs in Tweet in G2:
[42] https://is.gd/2vsKcI
[12] https://www.un.org/democracyfund/content/call-project-proposals

Top URLs in Tweet in G3:
[13] https://twitter.com/jennycohn1/status/1183249931970043905
[4] https://twitter.com/jennycohn1/status/1159590903209590785?s=21
[1] https://www.democracyfund.org/portfolio/entry/center-for-democracy-and-technology
[1] https://voting.works/2018/12/votingworks-and-cdt/
[1] https://twitter.com/lulufriesdat/status/1182004957022752769?s=21
[1] http://metroatlantaceo.com/news/2019/08/georgia-secretary-states-office-hosts-election-security-experts-around-country/
[1] https://www.bustle.com/p/ivanka-trump-trademark-for-voting-machines-was-approved-by-china-heres-what-that-means-13095260

Top URLs in Tweet in G4:
[2] https://twitter.com/marissamiley/status/1201861338039037952?s=20
[1] https://ssir.org/articles/entry/renewing_philanthropys_commitment_to_local_journalism
[1] https://digiday.com/media/in-a-hunt-for-donations-readers-pile-into-giving-tuesday/
[1] https://www.buzzfeed.com/jcstearns/24-unforgettable-stories-from-2019-do73zd46tc
[1] https://twitter.com/soljourno/status/1201890081876787201?s=20
[1] https://twitter.com/NewsMatch/status/1201849610655993856?s=20
[1] https://twitter.com/DemocracyFund/status/1201873730760323072?s=20
[1] https://twitter.com/laurenmckown/status/1201890293035012101?s=20
[1] https://www.democracyfund.org/blog/entry/announcing-a-new-fund-for-racial-equity-in-journalism
[1] https://twitter.com/NewsbySchmidt/status/1204395634704441345

Top URLs in Tweet in G5:
[1] https://www.democracyfund.org/publications/stewards-of-democracy
[1] https://elections.mit.edu/
[1] http://futureofcaelections.org/
[1] https://bipartisanpolicy.org/report/voting-by-mail/
[1] https://twitter.com/AdamAmbrogi/status/1203081772424151040
[1] https://twitter.com/aztammyp/status/1204523859409612800
[1] https://www.democracyfund.org/publications/understanding-the-voter-experience-the-publics-view-of-elections
[1] https://blogs.reed.edu/earlyvoting/commentary/americas-stewards-of-democracy-experienced-in-their-jobs-but-turnover-is-greater-in-smaller-jurisdictions/
[1] https://bipartisanpolicy.org/report/the-2018-voting-experience/
[1] https://twitter.com/larryrjacobs/status/1201990147044184064

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/2019/11/30/us/politics/pennsylvania-voting-machines.html?action=click&module=Top%20Stories&pgtype=Homepage
[1] https://www.inquirer.com/politics/election/philadelphia-audits-election-results-20191122.html?outputType=amp

Top URLs in Tweet in G9:
[2] https://www.un.org/democracyfund/content/call-project-proposals
[1] https://www.un.org/democracyfund/content/call-project-proposals-open
[1] https://www.un.org/democracyfund/
[1] https://www.un.org/democracyfund/sites/www.un.org.democracyfund/files/r14_project_proposal_guidelines_en.pdf
[1] https://www.un.org/democracyfund/content/call-project-proposals?fbclid=IwAR1tUvyUBYvcAzlE-vXYAa4isPaHEE_8BNmdz48isazppQgR-FkPceV7zaA

Top URLs in Tweet in G10:
[1] https://twitter.com/OpenGovHub/status/1201999853322219520

Top Domains
Top Domains in Tweet in Entire Graph:
[43] twitter.com
[42] is.gd
[33] un.org
[6] democracyfund.org
[5] voterstudygroup.org
[4] nytimes.com
[4] hiretechladies.com
[3] projectoverzero.org
[2] bipartisanpolicy.org
[2] newsmatch.org

Top Domains in Tweet in G1:
[11] twitter.com
[5] voterstudygroup.org
[3] projectoverzero.org
[3] nytimes.com
[1] democracyfund.org
[1] medium.com
[1] newsmatch.org
[1] localnewslab.org
[1] datafoundation.org
[1] harvard.edu

Top Domains in Tweet in G2:
[42] is.gd
[12] un.org

Top Domains in Tweet in G3:
[18] twitter.com
[1] democracyfund.org
[1] voting.works
[1] metroatlantaceo.com
[1] bustle.com

Top Domains in Tweet in G4:
[7] twitter.com
[2] democracyfund.org
[1] ssir.org
[1] digiday.com
[1] buzzfeed.com
[1] newsmatch.org

Top Domains in Tweet in G5:
[3] twitter.com
[2] democracyfund.org
[2] bipartisanpolicy.org
[1] mit.edu
[1] futureofcaelections.org
[1] reed.edu

Top Domains in Tweet in G6:
[1] nytimes.com
[1] inquirer.com

Top Domains in Tweet in G9:
[6] un.org

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] givingnewsday
[5] undef
[4] projectfunding
[4] media
[3] newsmatch
[3] funding
[3] ngos
[3] etatsunis
[2] 2020elections
[2] givingtuesday



Top Hashtags in Tweet in G1:
[2] givingnewsday
[2] votersg
[1] thread
[1] newsmatch
[1] givingtuesday
[1] nationscape
[1] opendata
[1] votebluenomatterwho

Top Hashtags in Tweet in G2:
[4] media

Top Hashtags in Tweet in G3:
[1] electionsecurity

Top Hashtags in Tweet in G4:
[7] givingnewsday
[2] newsmatch
[1] givingtuesday
[1] thread

Top Hashtags in Tweet in G5:
[1] electiongeekery
[1] prep2020
[1] accurate

Top Hashtags in Tweet in G6:
[1] handmarkedpaperballots

Top Hashtags in Tweet in G9:
[1] unwithcivilsociety
[1] democracy
[1] caribbean
[1] callforproposals

Top Hashtags in Tweet in G10:
[1] defendingdemocracy

Top Words
Top Words in Tweet in Entire Graph:
[270] Words in Sentiment List#1: Positive
[121] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[9187] Non-categorized Words
[9578] Total Words
[267] democracyfund
[108] democracy
[100] ucla
[96] project
[85] 22

Top Words in Tweet in G1:
[127] democracyfund
[99] ucla
[75] data
[74] vavreck
[47] nationscape
[35] impeachment
[35] using
[33] johnmsides
[32] ctausanovitch
[30] voters

Top Words in Tweet in G2:
[61] 22
[57] project
[56] ungeneva
[56] undef
[53] ngos
[53] democracy
[53] fund
[53] annual
[53] call
[53] proposals

Top Words in Tweet in G3:
[52] democracyfund
[46] jennycohn1
[34] funds
[31] reporter
[31] propublica
[30] employer
[23] democracy
[22] cdt
[19] fund
[17] meanwhile

Top Words in Tweet in G4:
[22] local
[15] democracyfund
[13] newsmatch
[12] knightfdn
[11] journalism
[11] come
[10] decline
[10] still
[10] prominent
[10] issue

Top Words in Tweet in G5:
[41] democracyfund
[33] gronke
[31] nado1377
[29] paulonabike
[28] elenanunez
[28] commoncause
[28] stephmroman
[28] jrflanagan
[28] colectivefarm
[27] aztammyp

Top Words in Tweet in G6:
[10] eacgov
[10] voting_works
[10] umbernhard
[9] verifiedvoting
[8] kathyboockvar
[8] phillyvotes
[8] mercercountypa
[8] cisagov
[8] brennancenter
[6] democracyfund

Top Words in Tweet in G7:
[2] repdelbene
[2] repfrenchhill
[2] awscloud
[2] amazon_policy
[2] craignewmark
[2] microsoft
[2] capitalone
[2] synchrony
[2] girlswhocode

Top Words in Tweet in G8:
[8] rights
[8] democracy
[6] maximthorne
[6] spreading
[6] hope
[6] cheer
[6] today
[6] capital
[6] passing
[6] hr4

Top Words in Tweet in G9:
[12] undemocracyfund
[8] civil
[8] society
[8] 22
[7] december
[6] apply
[6] project
[6] proposals
[5] 2019
[5] promote

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] democracy,fund
[67] project,proposals
[62] until,22
[56] democracyfund,ucla
[56] open,until
[55] fund,annual
[55] annual,call
[55] call,project
[55] proposals,open
[54] ngos,democracy

Top Word Pairs in Tweet in G1:
[55] democracyfund,ucla
[43] ucla,democracyfund
[33] using,data
[27] nationscape,data
[26] impeachment,high
[26] high,impact
[26] impact,issue
[26] issue,compare
[26] compare,voters
[26] voters,using

Top Word Pairs in Tweet in G2:
[53] ngos,democracy
[53] democracy,fund
[53] fund,annual
[53] annual,call
[53] call,project
[53] project,proposals
[53] proposals,open
[53] open,until
[53] until,22
[53] 22,dec

Top Word Pairs in Tweet in G3:
[30] reporter,employer
[30] employer,propublica
[19] democracy,fund
[17] meanwhile,reporter
[17] propublica,funded
[17] funded,democracyfund
[17] democracyfund,democracy
[17] fund,funds
[17] funds,cdt
[17] democracyfund,funds

Top Word Pairs in Tweet in G4:
[10] decline,local
[10] local,journalism
[10] journalism,still
[10] still,prominent
[10] prominent,issue
[10] issue,rays
[10] rays,hope
[10] hope,come
[10] come,organizations
[10] organizations,foundations

Top Word Pairs in Tweet in G5:
[28] elenanunez,commoncause
[28] commoncause,stephmroman
[28] stephmroman,jrflanagan
[28] paulonabike,colectivefarm
[27] jrflanagan,democracyfund
[26] democracyfund,nado1377
[20] gronke,paulonabike
[20] colectivefarm,cstewartiii
[19] nado1377,gronke
[16] aztammyp,elenanunez

Top Word Pairs in Tweet in G6:
[8] phillyvotes,mercercountypa
[8] mercercountypa,voting_works
[8] voting_works,cisagov
[8] cisagov,verifiedvoting
[8] verifiedvoting,umbernhard
[4] umbernhard,brennancenter
[4] brennancenter,eacgov
[4] kathyboockvar,brennancenter
[4] brennancenter,phillyvotes
[4] umbernhard,eacgov

Top Word Pairs in Tweet in G7:
[2] repdelbene,repfrenchhill
[2] repfrenchhill,awscloud
[2] awscloud,amazon_policy
[2] amazon_policy,craignewmark
[2] craignewmark,microsoft
[2] microsoft,capitalone
[2] capitalone,synchrony
[2] synchrony,girlswhocode

Top Word Pairs in Tweet in G8:
[6] spreading,hope
[6] hope,cheer
[6] cheer,today
[6] today,capital
[6] capital,passing
[6] passing,hr4
[6] hr4,restoring
[6] restoring,voting
[6] voting,rights
[6] rights,act

Top Word Pairs in Tweet in G9:
[8] civil,society
[7] 22,december
[5] society,promote
[5] promote,human
[5] human,rights
[5] rights,encourage
[4] december,2019
[4] empower,civil
[4] until,22
[3] calling,civil

Top Replied-To
Top Replied-To in Entire Graph:
@vavreck
@elenanunez
@danirosales27
@aztammyp
@newsmatch
@gronke
@jennycohn1
@democracyfund
@kathyboockvar
@ashleyalvarado

Top Replied-To in G1:
@vavreck
@kurowskimt
@cronehive
@joeldfoster1

Top Replied-To in G3:
@jennycohn1
@lulufriesdat
@oset

Top Replied-To in G4:
@newsmatch
@groundtruth
@journalismproj
@jncwriter
@newsbyschmidt
@danirosales27
@ashleyalvarado

Top Replied-To in G5:
@elenanunez
@aztammyp
@gronke
@fmgelections
@cstewartiii
@jennmarson
@alysoun
@bpc_bipartisan

Top Replied-To in G6:
@kathyboockvar

Top Replied-To in G7:
@repdelbene

Top Replied-To in G9:
@undemocracyfund

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@ucla
@vavreck
@ungeneva
@jennycohn1
@johnmsides
@ctausanovitch
@nado1377
@gronke
@propublica

Top Mentioned in G1:
@democracyfund
@ucla
@vavreck
@johnmsides
@ctausanovitch
@rp_griffin
@rachelbitecofer
@dcoxpolls
@laurenstrayer
@lizruedy

Top Mentioned in G2:
@ungeneva
@undemocracyfund

Top Mentioned in G3:
@democracyfund
@jennycohn1
@propublica
@beckerdavidj
@lulufriesdat
@voting_works
@oset
@philipbstark
@rad_atl
@gasecofstate

Top Mentioned in G4:
@democracyfund
@knightfdn
@juliesandorf
@report4america
@fundjournalism
@inn
@newsmatch
@jcstearns
@miamifoundation
@arnold_ventures

Top Mentioned in G5:
@democracyfund
@nado1377
@gronke
@paulonabike
@commoncause
@stephmroman
@jrflanagan
@colectivefarm
@cstewartiii
@aztammyp

Top Mentioned in G6:
@eacgov
@voting_works
@umbernhard
@verifiedvoting
@phillyvotes
@mercercountypa
@cisagov
@brennancenter
@democracyfund
@kathyboockvar

Top Mentioned in G7:
@repfrenchhill
@awscloud
@amazon_policy
@craignewmark
@microsoft
@capitalone
@synchrony
@girlswhocode
@congressionalac
@repdelbene

Top Mentioned in G8:
@maximthorne
@civilrightsorg
@andrewgoodmanf
@democracyfund
@errollouis
@pcha_sf2dc
@eugene_robinson
@opensociety
@vanitaguptacr
@deetwocents

Top Mentioned in G9:
@undemocracyfund
@unngls
@unaidscaribbean
@iwraw_ap
@pancaporg
@unric_greece

Top Mentioned in G10:
@pogoblog
@rethink_media
@rcvresources
@naacp_ldf
@carnegieendow
@public_citizen
@leadershipnp
@representus
@openthegov
@democracyfund

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@southwestair
@chrisbrey1
@threadreaderapp
@lovetogive2
@loulachat
@ebtesam00369622
@jjj5819
@nytimes
@dwatchnews

Top Tweeters in G1:
@nytimes
@jonathancohn
@tzmaltesemama
@rose_marie_holt
@gingin21
@jonstall2009
@other95
@karatstarbuck
@ritaresarian
@dgmosr

Top Tweeters in G2:
@chrisbrey1
@ebtesam00369622
@ambeautifulshow
@ollissya
@nomoreslaves
@djriveraros
@milaniolivera
@deehaw90
@farrahraja
@mistergarcia_

Top Tweeters in G3:
@threadreaderapp
@lovetogive2
@loulachat
@jjj5819
@smp0312
@americanmom01
@howyofwi
@salon
@arielfornari
@austintemple24

Top Tweeters in G4:
@dwatchnews
@lowellroemer
@craignewmark
@digiday
@jcstearns
@knightfdn
@jczamora
@dwatchnews_eur
@inn
@facebook

Top Tweeters in G5:
@electionbabe
@byst
@paulonabike
@commoncause
@aztammyp
@bpc_bipartisan
@djmarc
@gronke
@reed_college_
@pamelafessler

Top Tweeters in G6:
@meganhswanson
@jmaddu2
@brennancenter
@riverseeker
@tymesnow
@umich
@de
@ucberkeley
@eacgov
@mit

Top Tweeters in G7:
@southwestair
@cta
@awscloud
@ctatech
@ces
@capitalone
@society4science
@microsoft
@girlswhocode
@cta_policy

Top Tweeters in G8:
@errollouis
@m_lipshutz
@nashvilleresist
@civilrightsorg
@opensociety
@deetwocents
@lcrboston
@andrewgoodmanf
@vanitaguptacr
@liam_hysjulien

Top Tweeters in G9:
@unngls
@iamrealalonso
@iwraw_ap
@michemreddy
@redviraledomex
@mikkie_j
@unaidscaribbean
@unric_greece
@nbcapocalyptic
@unmaldives

Top Tweeters in G10:
@naacp_ldf
@carnegieendow
@public_citizen
@pogoblog
@representus
@globalintegrity
@rethink_media
@civichall
@openthegov
@trailblazerspac


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